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Where to find list of Tensorflow pretrained models available in download.tensorflow.org/models

Data Science Asked on April 24, 2021

I am trying the find the pretrained models (graph.pd and labels.txt) files for Tensorflow (for all of the Inception versions and MobileNet)

After much searching I found some models in, https://storage.googleapis.com/download.tensorflow.org/models

like, https://storage.googleapis.com/download.tensorflow.org/models/inception5h.zip

https://storage.googleapis.com/download.tensorflow.org/models/inception_dec_2015.zip

But I found this as links from various blogs/etc. But is there a way to list all the models/zips in this dir? https://storage.googleapis.com/download.tensorflow.org/models

I want the latest of Inceptionv3 and MobileNet, does anyone know the file names in models for these?

2 Answers

It seems the models hosted on this are not listed anywhere publically (or at least my research failed!). However, there are official and several nonofficial GitHub repositories with high-level TensorFlow model definitions and pretrained weights. For example:

  • Nonofficial: that includes NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN (need PyTorch).
  • Official: contains a wide range of official and research models such as resnet, wide-deep, inception, delf, and tcn.

Hope it helps.

Answered by Borhan Kazimipour on April 24, 2021

This page on github is my "go to" page to find the pretrained models that I think you are looking for including .pb files:

Answered by Jim Meyer on April 24, 2021

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